/Understanding-Clouds-from-Satellite-Images

Can you classify cloud structures from satellites? Kaggle competition

Primary LanguageJupyter Notebook

Understanding Clouds from Satellite Images

Code for https://www.kaggle.com/c/understanding_cloud_organization competition

Example of usage:

python train.py --encoder resnet50 --bs 20 --num_epochs 100 --train True --optimize_postprocess True --make_prediction True

python train.py --encoder densenet169 --bs 20 --num_epochs 100 --train True --task classification --loss BCE --height 224 --width 224 --lr 1e-4

Code mostly taken from https://github.com/Erlemar/Understanding-Clouds-from-Satellite-Images